{"id":"W1588360024","doi":"10.1007/11888116_15","title":"Generalizing the Submodule Construction Techniques for Extended State Machine Models","year":2006,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Parameterized complexity; Negation; Automaton; Theoretical computer science; State (computer science); Algorithm; Finite-state machine; Simple (philosophy); Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001869926,0.0004461576,0.0003848876,0.0005206593,0.0004596933,0.0005495065,0.002952419,0.0002289098,0.000002276065],"category_scores_gemma":[0.0000628801,0.0003412366,0.000140403,0.0004529852,0.0008394127,0.0009581837,0.0006736859,0.0005637049,0.000002922737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003133636,"about_ca_system_score_gemma":0.0002667261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006360634,"about_ca_topic_score_gemma":0.00003594108,"domain_scores_codex":[0.9968503,0.00006874036,0.0005883875,0.001216419,0.0007092058,0.0005670243],"domain_scores_gemma":[0.9973509,0.0002903503,0.0004383165,0.001505096,0.0003423952,0.00007299652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005760474,0.00001021502,0.000002543897,0.00002406475,0.000005235247,0.000002944111,0.0001994873,0.05947665,0.0003030956,0.1657187,0.00003184317,0.7742195],"study_design_scores_gemma":[0.00007085656,0.00005947947,0.000009718655,0.00005814567,0.000004048717,0.00004065639,5.199169e-8,0.5796984,0.009165291,0.4096212,0.001018041,0.0002540581],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00002182988,0.0003755119,0.9946711,0.0004795537,0.00140736,0.0009702008,0.00001772353,0.0003057684,0.001750922],"genre_scores_gemma":[0.007533346,0.00004730889,0.9911505,0.0006000091,0.0003374009,0.0000647803,0.00001039387,0.00003474011,0.0002215119],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7739654,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887363968412839,"score_gpt":0.2771440362517523,"score_spread":0.2482703965676239,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}